Profiling Report

Dataset statistics

Number of variables	14
Number of observations	5570
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.0 MiB
Average record size in memory	189.9 B

Variable types

Numeric	13
Categorical	1

Alerts

`município` has a high cardinality: 5570 distinct values	High cardinality
`cv_hepatite_b` is highly overall correlated with `cv_hib` and 9 other fields	High correlation
`cv_hib` is highly overall correlated with `cv_hepatite_b` and 9 other fields	High correlation
`cv_dpt` is highly overall correlated with `cv_hepatite_b` and 9 other fields	High correlation
`cv_polio` is highly overall correlated with `cv_hepatite_b` and 9 other fields	High correlation
`cv_rota` is highly overall correlated with `cv_hepatite_b` and 9 other fields	High correlation
`cv_pneumo` is highly overall correlated with `cv_hepatite_b` and 9 other fields	High correlation
`cv_mncc` is highly overall correlated with `cv_hepatite_b` and 9 other fields	High correlation
`cv_scr1` is highly overall correlated with `cv_hepatite_b` and 8 other fields	High correlation
`cv_scr2` is highly overall correlated with `cv_hepatite_b` and 8 other fields	High correlation
`cv_varicela` is highly overall correlated with `cv_hepatite_b` and 9 other fields	High correlation
`cv_hepatite_a` is highly overall correlated with `cv_hepatite_b` and 9 other fields	High correlation
`município` is uniformly distributed	Uniform
`cod` has unique values	Unique
`município` has unique values	Unique
`cv_bcg` has 431 (7.7%) zeros	Zeros
`cv_scr2` has 136 (2.4%) zeros	Zeros

Reproduction

Analysis started	2023-02-18 13:53:35.971669
Analysis finished	2023-02-18 13:53:49.335176
Duration	13.36 seconds
Software version	pandas-profiling v3.6.6
Download configuration	config.json

cod
Real number (ℝ)

Distinct	5570
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	325358.63

Minimum	110001
Maximum	530010
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.6 KiB

Quantile statistics

Minimum	110001
5-th percentile	150777.25
Q1	251212.5
median	314627.5
Q3	411918.75
95-th percentile	510729.55
Maximum	530010
Range	420009
Interquartile range (IQR)	160706.25

Descriptive statistics

Standard deviation	98491.034
Coefficient of variation (CV)	0.3027153
Kurtosis	-0.52580916
Mean	325358.63
Median Absolute Deviation (MAD)	74152.5
Skewness	0.12134118
Sum	1.8122476 × 10⁹
Variance	9.7004838 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
110001	1	< 0.1%
353970	1	< 0.1%
354040	1	< 0.1%
354030	1	< 0.1%
354025	1	< 0.1%
354020	1	< 0.1%
354010	1	< 0.1%
354000	1	< 0.1%
353990	1	< 0.1%
353980	1	< 0.1%
Other values (5560)	5560	99.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
110001	1	< 0.1%
110002	1	< 0.1%
110003	1	< 0.1%
110004	1	< 0.1%
110005	1	< 0.1%
110006	1	< 0.1%
110007	1	< 0.1%
110008	1	< 0.1%
110009	1	< 0.1%
110010	1	< 0.1%

Value	Count	Frequency (%)
530010	1	< 0.1%
522230	1	< 0.1%
522220	1	< 0.1%
522205	1	< 0.1%
522200	1	< 0.1%
522190	1	< 0.1%
522185	1	< 0.1%
522180	1	< 0.1%
522170	1	< 0.1%
522160	1	< 0.1%

município
Categorical

HIGH CARDINALITY UNIFORM UNIQUE

Distinct	5570
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	467.3 KiB

110001 Alta Floresta D'Oeste	1
353970 Platina	1
354040 Populina	1
354030 Pontes Gestal	1
354025 Pontalinda	1
Other values (5565)	5565

Length

Max length	39
Median length	34
Mean length	18.610592
Min length	10

Characters and Unicode

Total characters	103661
Distinct characters	80
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5570 ?
Unique (%)	100.0%

Sample

1st row	110001 Alta Floresta D'Oeste
2nd row	110002 Ariquemes
3rd row	110003 Cabixi
4th row	110004 Cacoal
5th row	110005 Cerejeiras

Common Values

Value	Count	Frequency (%)
110001 Alta Floresta D'Oeste	1	< 0.1%
353970 Platina	1	< 0.1%
354040 Populina	1	< 0.1%
354030 Pontes Gestal	1	< 0.1%
354025 Pontalinda	1	< 0.1%
354020 Pontal	1	< 0.1%
354010 Pongaí	1	< 0.1%
354000 Pompéia	1	< 0.1%
353990 Poloni	1	< 0.1%
353980 Poá	1	< 0.1%
Other values (5560)	5560	99.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
do	756	4.8%
são	364	2.3%
de	302	1.9%
santa	161	1.0%
da	143	0.9%
nova	135	0.9%
sul	115	0.7%
rio	94	0.6%
dos	73	0.5%
josé	70	0.4%
Other values (9533)	13640	86.0%

Most occurring characters

Value	Count	Frequency (%)
	10283	9.9%
a	8791	8.5%
0	8160	7.9%
o	5961	5.8%
1	4774	4.6%
2	4591	4.4%
r	4532	4.4%
i	4388	4.2%
3	4106	4.0%
e	3764	3.6%
Other values (70)	44311	42.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	50872	49.1%
Decimal Number	33420	32.2%
Space Separator	10283	9.9%
Uppercase Letter	9010	8.7%
Other Punctuation	47	< 0.1%
Dash Punctuation	29	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	8791	17.3%
o	5961	11.7%
r	4532	8.9%
i	4388	8.6%
e	3764	7.4%
n	3196	6.3%
d	2553	5.0%
s	2423	4.8%
t	2293	4.5%
u	2155	4.2%
Other values (27)	10816	21.3%

Uppercase Letter

Value	Count	Frequency (%)
S	1137	12.6%
C	970	10.8%
P	911	10.1%
M	721	8.0%
A	698	7.7%
B	602	6.7%
I	475	5.3%
J	405	4.5%
G	391	4.3%
R	367	4.1%
Other values (20)	2333	25.9%

Decimal Number

Value	Count	Frequency (%)
0	8160	24.4%
1	4774	14.3%
2	4591	13.7%
3	4106	12.3%
5	3654	10.9%
4	2781	8.3%
7	1470	4.4%
6	1422	4.3%
9	1382	4.1%
8	1080	3.2%

Space Separator

Value	Count	Frequency (%)
	10283	100.0%

Other Punctuation

Value	Count	Frequency (%)
'	47	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	29	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	59882	57.8%
Common	43779	42.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	8791	14.7%
o	5961	10.0%
r	4532	7.6%
i	4388	7.3%
e	3764	6.3%
n	3196	5.3%
d	2553	4.3%
s	2423	4.0%
t	2293	3.8%
u	2155	3.6%
Other values (57)	19826	33.1%

Common

Value	Count	Frequency (%)
	10283	23.5%
0	8160	18.6%
1	4774	10.9%
2	4591	10.5%
3	4106	9.4%
5	3654	8.3%
4	2781	6.4%
7	1470	3.4%
6	1422	3.2%
9	1382	3.2%
Other values (3)	1156	2.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	100822	97.3%
None	2839	2.7%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	10283	10.2%
a	8791	8.7%
0	8160	8.1%
o	5961	5.9%
1	4774	4.7%
2	4591	4.6%
r	4532	4.5%
i	4388	4.4%
3	4106	4.1%
e	3764	3.7%
Other values (54)	41472	41.1%

None

Value	Count	Frequency (%)
ã	794	28.0%
á	393	13.8%
í	336	11.8%
é	317	11.2%
ç	268	9.4%
ó	243	8.6%
â	161	5.7%
ú	101	3.6%
ô	71	2.5%
ê	70	2.5%
Other values (6)	85	3.0%

cv_bcg
Real number (ℝ)

Distinct	3579
Distinct (%)	64.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	51.904652

Minimum	0
Maximum	594.72
Zeros	431
Zeros (%)	7.7%
Negative	0
Negative (%)	0.0%
Memory size	43.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	15.56
median	48.72
Q3	80.6025
95-th percentile	116.226
Maximum	594.72
Range	594.72
Interquartile range (IQR)	65.0425

Descriptive statistics

Standard deviation	42.85431
Coefficient of variation (CV)	0.82563524
Kurtosis	12.017241
Mean	51.904652
Median Absolute Deviation (MAD)	32.525
Skewness	1.7814304
Sum	289108.91
Variance	1836.4919
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	431	7.7%
100	32	0.6%
50	23	0.4%
20	14	0.3%
75	13	0.2%
16.67	13	0.2%
66.67	12	0.2%
60	11	0.2%
6.67	11	0.2%
18.75	11	0.2%
Other values (3569)	4999	89.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	431	7.7%
0.11	1	< 0.1%
0.13	1	< 0.1%
0.21	1	< 0.1%
0.27	1	< 0.1%
0.31	1	< 0.1%
0.33	1	< 0.1%
0.39	2	< 0.1%
0.41	1	< 0.1%
0.47	1	< 0.1%

Value	Count	Frequency (%)
594.72	1	< 0.1%
500.19	1	< 0.1%
473.92	1	< 0.1%
437.57	1	< 0.1%
396.37	1	< 0.1%
379.97	1	< 0.1%
340.54	1	< 0.1%
310	1	< 0.1%
291.8	1	< 0.1%
285.71	1	< 0.1%

cv_hepatite_b
Real number (ℝ)

Distinct	3329
Distinct (%)	59.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	83.405007

Minimum	0
Maximum	430.77
Zeros	5
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	43.6 KiB

Quantile statistics

Minimum	0
5-th percentile	40.3
Q1	70.43
median	84.33
Q3	97.04
95-th percentile	120
Maximum	430.77
Range	430.77
Interquartile range (IQR)	26.61

Descriptive statistics

Standard deviation	25.008494
Coefficient of variation (CV)	0.29984404
Kurtosis	10.122564
Mean	83.405007
Median Absolute Deviation (MAD)	13.23
Skewness	0.72678474
Sum	464565.89
Variance	625.42478
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	90	1.6%
83.33	26	0.5%
66.67	20	0.4%
75	18	0.3%
80	18	0.3%
85.71	18	0.3%
90	18	0.3%
88.89	17	0.3%
71.43	16	0.3%
77.78	15	0.3%
Other values (3319)	5314	95.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5	0.1%
0.26	1	< 0.1%
3.48	1	< 0.1%
3.51	1	< 0.1%
3.75	1	< 0.1%
4.76	1	< 0.1%
5.36	1	< 0.1%
6.12	1	< 0.1%
6.21	1	< 0.1%
6.67	2	< 0.1%

Value	Count	Frequency (%)
430.77	1	< 0.1%
330	1	< 0.1%
250	1	< 0.1%
231.58	1	< 0.1%
222.57	1	< 0.1%
221.43	1	< 0.1%
216	1	< 0.1%
200	1	< 0.1%
197.73	1	< 0.1%
190.91	1	< 0.1%

cv_hib
Real number (ℝ)

Distinct	3322
Distinct (%)	59.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	83.427639

Minimum	0
Maximum	423.08
Zeros	5
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	43.6 KiB

Quantile statistics

Minimum	0
5-th percentile	40.3045
Q1	70.4725
median	84.38
Q3	97.1075
95-th percentile	120
Maximum	423.08
Range	423.08
Interquartile range (IQR)	26.635

Descriptive statistics

Standard deviation	25.006877
Coefficient of variation (CV)	0.29974332
Kurtosis	9.5513955
Mean	83.427639
Median Absolute Deviation (MAD)	13.265
Skewness	0.69381693
Sum	464691.95
Variance	625.34391
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	93	1.7%
83.33	24	0.4%
88.89	18	0.3%
90	18	0.3%
80	18	0.3%
75	17	0.3%
66.67	17	0.3%
85.71	16	0.3%
71.43	15	0.3%
87.5	14	0.3%
Other values (3312)	5320	95.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5	0.1%
0.26	1	< 0.1%
3.48	1	< 0.1%
3.51	1	< 0.1%
3.75	1	< 0.1%
4.76	1	< 0.1%
5.36	1	< 0.1%
5.92	1	< 0.1%
6.12	1	< 0.1%
6.67	2	< 0.1%

Value	Count	Frequency (%)
423.08	1	< 0.1%
330	1	< 0.1%
250	1	< 0.1%
231.58	1	< 0.1%
221.63	1	< 0.1%
221.43	1	< 0.1%
216	1	< 0.1%
200	1	< 0.1%
197.73	1	< 0.1%
190.91	1	< 0.1%

cv_dpt
Real number (ℝ)

Distinct	3305
Distinct (%)	59.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	83.545379

Minimum	0
Maximum	423.08
Zeros	5
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	43.6 KiB

Quantile statistics

Minimum	0
5-th percentile	40.419
Q1	70.59
median	84.48
Q3	97.2275
95-th percentile	120
Maximum	423.08
Range	423.08
Interquartile range (IQR)	26.6375

Descriptive statistics

Standard deviation	24.999024
Coefficient of variation (CV)	0.29922689
Kurtosis	9.5637004
Mean	83.545379
Median Absolute Deviation (MAD)	13.19
Skewness	0.69679203
Sum	465347.76
Variance	624.95118
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	93	1.7%
83.33	27	0.5%
80	22	0.4%
90	18	0.3%
88.89	18	0.3%
75	17	0.3%
71.43	15	0.3%
85.71	14	0.3%
66.67	14	0.3%
87.5	13	0.2%
Other values (3295)	5319	95.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5	0.1%
0.26	1	< 0.1%
3.48	1	< 0.1%
3.51	1	< 0.1%
3.75	1	< 0.1%
4.76	1	< 0.1%
5.36	1	< 0.1%
5.92	1	< 0.1%
6.12	1	< 0.1%
6.67	2	< 0.1%

Value	Count	Frequency (%)
423.08	1	< 0.1%
330	1	< 0.1%
250	1	< 0.1%
231.58	1	< 0.1%
221.63	1	< 0.1%
221.43	1	< 0.1%
216	1	< 0.1%
200	1	< 0.1%
197.73	1	< 0.1%
190.91	1	< 0.1%

cv_polio
Real number (ℝ)

Distinct	3312
Distinct (%)	59.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	82.487752

Minimum	0
Maximum	384.62
Zeros	5
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	43.6 KiB

Quantile statistics

Minimum	0
5-th percentile	40.366
Q1	69.27
median	83.465
Q3	95.9975
95-th percentile	118.4525
Maximum	384.62
Range	384.62
Interquartile range (IQR)	26.7275

Descriptive statistics

Standard deviation	24.683083
Coefficient of variation (CV)	0.29923331
Kurtosis	7.8084147
Mean	82.487752
Median Absolute Deviation (MAD)	13.18
Skewness	0.59243741
Sum	459456.78
Variance	609.25458
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	89	1.6%
80	22	0.4%
75	21	0.4%
66.67	19	0.3%
83.33	18	0.3%
85.71	18	0.3%
88.89	18	0.3%
90	16	0.3%
50	14	0.3%
91.67	14	0.3%
Other values (3302)	5321	95.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5	0.1%
0.26	1	< 0.1%
1.62	1	< 0.1%
1.75	1	< 0.1%
3.48	1	< 0.1%
3.75	1	< 0.1%
4.08	1	< 0.1%
5.92	1	< 0.1%
5.95	1	< 0.1%
6.67	3	0.1%

Value	Count	Frequency (%)
384.62	1	< 0.1%
330	1	< 0.1%
250	1	< 0.1%
234.21	1	< 0.1%
228.57	1	< 0.1%
224	1	< 0.1%
219.44	1	< 0.1%
200	1	< 0.1%
197.73	1	< 0.1%
190.91	1	< 0.1%

cv_rota
Real number (ℝ)

Distinct	3355
Distinct (%)	60.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	82.201244

Minimum	0
Maximum	370
Zeros	8
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	43.6 KiB

Quantile statistics

Minimum	0
5-th percentile	39.573
Q1	68.54
median	83.235
Q3	96
95-th percentile	120
Maximum	370
Range	370
Interquartile range (IQR)	27.46

Descriptive statistics

Standard deviation	25.178006
Coefficient of variation (CV)	0.30629713
Kurtosis	7.5732395
Mean	82.201244
Median Absolute Deviation (MAD)	13.735
Skewness	0.59947349
Sum	457860.93
Variance	633.93196
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	84	1.5%
75	24	0.4%
66.67	17	0.3%
50	17	0.3%
87.5	16	0.3%
83.33	16	0.3%
80	16	0.3%
120	15	0.3%
71.43	15	0.3%
88.89	14	0.3%
Other values (3345)	5336	95.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8	0.1%
0.72	1	< 0.1%
0.87	1	< 0.1%
1.75	1	< 0.1%
3.85	1	< 0.1%
4	1	< 0.1%
5.26	1	< 0.1%
5.56	1	< 0.1%
5.77	1	< 0.1%
5.95	1	< 0.1%

Value	Count	Frequency (%)
370	1	< 0.1%
353.85	1	< 0.1%
271.43	1	< 0.1%
268	1	< 0.1%
228.57	1	< 0.1%
207.69	1	< 0.1%
200	2	< 0.1%
192.54	1	< 0.1%
185.71	1	< 0.1%
181.82	1	< 0.1%

cv_pneumo
Real number (ℝ)

Distinct	3363
Distinct (%)	60.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	85.166591

Minimum	0
Maximum	440
Zeros	7
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	43.6 KiB

Quantile statistics

Minimum	0
5-th percentile	43.149
Q1	71.865
median	86.11
Q3	98.78
95-th percentile	123.08
Maximum	440
Range	440
Interquartile range (IQR)	26.915

Descriptive statistics

Standard deviation	25.364453
Coefficient of variation (CV)	0.29782164
Kurtosis	11.559409
Mean	85.166591
Median Absolute Deviation (MAD)	13.45
Skewness	0.82006803
Sum	474377.91
Variance	643.35549
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	82	1.5%
83.33	23	0.4%
75	23	0.4%
66.67	21	0.4%
80	15	0.3%
90	15	0.3%
90.48	15	0.3%
88.89	14	0.3%
120	13	0.2%
90.91	12	0.2%
Other values (3353)	5337	95.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7	0.1%
1.08	1	< 0.1%
1.74	1	< 0.1%
2.67	1	< 0.1%
3.51	1	< 0.1%
3.75	1	< 0.1%
5.95	1	< 0.1%
6.67	2	< 0.1%
6.94	1	< 0.1%
7.14	1	< 0.1%

Value	Count	Frequency (%)
440	1	< 0.1%
369.23	1	< 0.1%
260	1	< 0.1%
257.14	1	< 0.1%
228.57	1	< 0.1%
208.33	1	< 0.1%
207.69	1	< 0.1%
205.97	1	< 0.1%
200	2	< 0.1%
190.91	1	< 0.1%

cv_mncc
Real number (ℝ)

Distinct	3343
Distinct (%)	60.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	82.748248

Minimum	0
Maximum	400
Zeros	9
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	43.6 KiB

Quantile statistics

Minimum	0
5-th percentile	40.427
Q1	70
median	83.61
Q3	96.24
95-th percentile	118.9915
Maximum	400
Range	400
Interquartile range (IQR)	26.24

Descriptive statistics

Standard deviation	24.672326
Coefficient of variation (CV)	0.29816131
Kurtosis	10.248185
Mean	82.748248
Median Absolute Deviation (MAD)	13.085
Skewness	0.69826304
Sum	460907.74
Variance	608.72365
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	97	1.7%
80	25	0.4%
75	20	0.4%
88.89	20	0.4%
66.67	20	0.4%
83.33	19	0.3%
50	14	0.3%
81.25	14	0.3%
71.43	14	0.3%
81.82	13	0.2%
Other values (3333)	5314	95.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9	0.2%
2.67	1	< 0.1%
2.86	1	< 0.1%
3.51	1	< 0.1%
3.75	1	< 0.1%
5	1	< 0.1%
5.41	1	< 0.1%
6.67	1	< 0.1%
7.14	2	< 0.1%
7.41	1	< 0.1%

Value	Count	Frequency (%)
400	1	< 0.1%
376.92	1	< 0.1%
272	1	< 0.1%
218.18	1	< 0.1%
214.29	1	< 0.1%
207.69	1	< 0.1%
200	1	< 0.1%
181.25	1	< 0.1%
179.1	1	< 0.1%
177.14	1	< 0.1%

cv_scr1
Real number (ℝ)

Distinct	3402
Distinct (%)	61.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	88.066312

Minimum	0
Maximum	430
Zeros	8
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	43.6 KiB

Quantile statistics

Minimum	0
5-th percentile	41.8545
Q1	73.2175
median	88.995
Q3	102.5
95-th percentile	128.891
Maximum	430
Range	430
Interquartile range (IQR)	29.2825

Descriptive statistics

Standard deviation	27.731964
Coefficient of variation (CV)	0.31489866
Kurtosis	8.8601778
Mean	88.066312
Median Absolute Deviation (MAD)	14.455
Skewness	0.87639996
Sum	490529.36
Variance	769.06182
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	119	2.1%
75	21	0.4%
85.71	18	0.3%
80	17	0.3%
83.33	16	0.3%
71.43	14	0.3%
116.67	14	0.3%
133.33	12	0.2%
125	11	0.2%
110	11	0.2%
Other values (3392)	5317	95.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8	0.1%
2.5	1	< 0.1%
3.11	1	< 0.1%
3.57	1	< 0.1%
4	2	< 0.1%
4.05	1	< 0.1%
4.48	1	< 0.1%
6.02	1	< 0.1%
6.14	1	< 0.1%
6.25	1	< 0.1%

Value	Count	Frequency (%)
430	1	< 0.1%
369.23	1	< 0.1%
288.46	1	< 0.1%
285.71	1	< 0.1%
252.17	1	< 0.1%
252	1	< 0.1%
250	1	< 0.1%
232.76	1	< 0.1%
229.63	1	< 0.1%
228.57	1	< 0.1%

cv_scr2
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	3642
Distinct (%)	65.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	59.942772

Minimum	0
Maximum	410
Zeros	136
Zeros (%)	2.4%
Negative	0
Negative (%)	0.0%
Memory size	43.6 KiB

Quantile statistics

Minimum	0
5-th percentile	6.67
Q1	37.3525
median	60.98
Q3	82.25
95-th percentile	109.09
Maximum	410
Range	410
Interquartile range (IQR)	44.8975

Descriptive statistics

Standard deviation	31.762169
Coefficient of variation (CV)	0.52987487
Kurtosis	2.8876502
Mean	59.942772
Median Absolute Deviation (MAD)	22.35
Skewness	0.40970756
Sum	333881.24
Variance	1008.8354
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	136	2.4%
100	59	1.1%
66.67	24	0.4%
50	21	0.4%
83.33	18	0.3%
75	18	0.3%
33.33	15	0.3%
84.62	14	0.3%
25	14	0.3%
37.5	13	0.2%
Other values (3632)	5238	94.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	136	2.4%
0.21	1	< 0.1%
0.26	1	< 0.1%
0.29	1	< 0.1%
0.43	1	< 0.1%
0.53	1	< 0.1%
0.58	1	< 0.1%
0.61	1	< 0.1%
0.7	1	< 0.1%
0.71	1	< 0.1%

Value	Count	Frequency (%)
410	1	< 0.1%
292.31	1	< 0.1%
233.33	1	< 0.1%
228	1	< 0.1%
200	1	< 0.1%
182.61	1	< 0.1%
180	1	< 0.1%
161.54	1	< 0.1%
158.82	1	< 0.1%
157.14	1	< 0.1%

cv_varicela
Real number (ℝ)

Distinct	3545
Distinct (%)	63.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	80.095734

Minimum	0
Maximum	370
Zeros	14
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	43.6 KiB

Quantile statistics

Minimum	0
5-th percentile	29.707
Q1	61.915
median	81.25
Q3	96.6775
95-th percentile	125
Maximum	370
Range	370
Interquartile range (IQR)	34.7625

Descriptive statistics

Standard deviation	30.179107
Coefficient of variation (CV)	0.37678795
Kurtosis	3.8859984
Mean	80.095734
Median Absolute Deviation (MAD)	17
Skewness	0.62460514
Sum	446133.24
Variance	910.77853
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	66	1.2%
75	21	0.4%
80	20	0.4%
66.67	17	0.3%
87.5	16	0.3%
83.33	15	0.3%
120	15	0.3%
0	14	0.3%
88.89	14	0.3%
50	13	0.2%
Other values (3535)	5359	96.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	14	0.3%
0.3	1	< 0.1%
0.91	1	< 0.1%
1.3	1	< 0.1%
2.04	1	< 0.1%
2.42	1	< 0.1%
2.78	1	< 0.1%
2.86	1	< 0.1%
3.51	1	< 0.1%
3.88	1	< 0.1%

Value	Count	Frequency (%)
370	1	< 0.1%
284.62	1	< 0.1%
264.29	1	< 0.1%
254.55	1	< 0.1%
242.42	1	< 0.1%
233.33	1	< 0.1%
231.58	1	< 0.1%
228.26	1	< 0.1%
226.47	1	< 0.1%
222.89	1	< 0.1%

cv_hepatite_a
Real number (ℝ)

Distinct	3370
Distinct (%)	60.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	79.592856

Minimum	0
Maximum	470
Zeros	24
Zeros (%)	0.4%
Negative	0
Negative (%)	0.0%
Memory size	43.6 KiB

Quantile statistics

Minimum	0
5-th percentile	31.3725
Q1	64.715
median	81.48
Q3	95.6875
95-th percentile	119.05
Maximum	470
Range	470
Interquartile range (IQR)	30.9725

Descriptive statistics

Standard deviation	27.246348
Coefficient of variation (CV)	0.34232152
Kurtosis	11.153753
Mean	79.592856
Median Absolute Deviation (MAD)	15.28
Skewness	0.64918029
Sum	443332.21
Variance	742.36348
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	97	1.7%
75	29	0.5%
50	24	0.4%
0	24	0.4%
66.67	21	0.4%
85.71	19	0.3%
80	19	0.3%
83.33	16	0.3%
81.82	13	0.2%
111.11	13	0.2%
Other values (3360)	5295	95.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	24	0.4%
0.25	1	< 0.1%
0.36	1	< 0.1%
1.11	1	< 0.1%
1.24	1	< 0.1%
1.61	1	< 0.1%
1.8	1	< 0.1%
1.85	1	< 0.1%
1.92	1	< 0.1%
2.38	1	< 0.1%

Value	Count	Frequency (%)
470	1	< 0.1%
376.92	1	< 0.1%
271.43	1	< 0.1%
240	1	< 0.1%
211.11	1	< 0.1%
200	1	< 0.1%
192.86	1	< 0.1%
190	1	< 0.1%
188.89	1	< 0.1%
183.33	1	< 0.1%

Auto

Heatmap
Table

	cod	cv_bcg	cv_hepatite_b	cv_hib	cv_dpt	cv_polio	cv_rota	cv_pneumo	cv_mncc	cv_scr1	cv_scr2	cv_varicela	cv_hepatite_a
cod	1.000	0.249	0.153	0.154	0.154	0.168	0.191	0.156	0.168	0.195	0.166	0.163	0.226
cv_bcg	0.249	1.000	0.249	0.250	0.250	0.257	0.294	0.295	0.278	0.225	0.259	0.178	0.256
cv_hepatite_b	0.153	0.249	1.000	1.000	1.000	0.980	0.886	0.884	0.908	0.741	0.536	0.692	0.739
cv_hib	0.154	0.250	1.000	1.000	1.000	0.980	0.887	0.885	0.909	0.742	0.537	0.693	0.740
cv_dpt	0.154	0.250	1.000	1.000	1.000	0.980	0.887	0.885	0.909	0.742	0.537	0.692	0.740
cv_polio	0.168	0.257	0.980	0.980	0.980	1.000	0.894	0.891	0.916	0.741	0.541	0.698	0.748
cv_rota	0.191	0.294	0.886	0.887	0.887	0.894	1.000	0.975	0.925	0.724	0.543	0.676	0.733
cv_pneumo	0.156	0.295	0.884	0.885	0.885	0.891	0.975	1.000	0.929	0.711	0.515	0.649	0.712
cv_mncc	0.168	0.278	0.908	0.909	0.909	0.916	0.925	0.929	1.000	0.731	0.523	0.674	0.732
cv_scr1	0.195	0.225	0.741	0.742	0.742	0.741	0.724	0.711	0.731	1.000	0.499	0.756	0.813
cv_scr2	0.166	0.259	0.536	0.537	0.537	0.541	0.543	0.515	0.523	0.499	1.000	0.651	0.655
cv_varicela	0.163	0.178	0.692	0.693	0.692	0.698	0.676	0.649	0.674	0.756	0.651	1.000	0.859
cv_hepatite_a	0.226	0.256	0.739	0.740	0.740	0.748	0.733	0.712	0.732	0.813	0.655	0.859	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	cod	município	cv_bcg	cv_hepatite_b	cv_hib	cv_dpt	cv_polio	cv_rota	cv_pneumo	cv_mncc	cv_scr1	cv_scr2	cv_varicela	cv_hepatite_a
0	110001	110001 Alta Floresta D'Oeste	67.57	93.69	93.69	93.99	91.29	93.69	97.00	97.00	115.11	61.63	88.22	91.24
1	110002	110002 Ariquemes	108.69	83.21	83.28	83.28	83.68	85.00	89.05	88.32	87.17	59.49	78.88	80.82
2	110003	110003 Cabixi	0.00	92.75	92.75	92.75	94.20	101.45	101.45	89.86	98.51	94.03	97.01	97.01
3	110004	110004 Cacoal	108.98	88.45	89.28	89.28	89.13	90.04	91.85	92.75	135.84	27.32	82.19	82.04
4	110005	110005 Cerejeiras	63.94	92.19	92.94	92.94	94.05	95.54	98.14	95.91	103.37	83.90	93.63	92.88
5	110006	110006 Colorado do Oeste	19.21	89.66	89.66	89.66	89.16	93.60	97.04	93.10	100.00	84.73	99.51	102.46
6	110007	110007 Corumbiara	14.02	80.37	80.37	80.37	86.92	92.52	95.33	91.59	106.86	120.59	124.51	124.51
7	110008	110008 Costa Marques	77.37	95.26	95.26	95.79	92.11	102.63	106.32	99.47	109.19	83.78	92.43	92.97
8	110009	110009 Espigão D'Oeste	91.30	83.44	83.44	83.44	84.08	94.27	97.66	95.33	92.29	2.78	90.36	86.94
9	110010	110010 Guajará-Mirim	62.12	47.32	47.32	47.32	46.39	46.27	47.79	46.50	52.44	15.97	37.54	38.50

	cod	município	cv_bcg	cv_hepatite_b	cv_hib	cv_dpt	cv_polio	cv_rota	cv_pneumo	cv_mncc	cv_scr1	cv_scr2	cv_varicela	cv_hepatite_a
5560	522160	522160 Uruaçu	93.58	86.23	86.23	86.23	80.94	89.62	93.77	88.30	93.71	40.76	65.33	81.33
5561	522170	522170 Uruana	22.96	72.59	72.59	72.59	71.85	77.78	86.67	79.26	76.87	48.51	63.43	68.66
5562	522180	522180 Urutaí	95.83	170.83	170.83	170.83	166.67	150.00	145.83	175.00	170.83	20.83	125.00	129.17
5563	522185	522185 Valparaíso de Goiás	20.62	79.94	79.94	80.10	80.75	79.58	82.08	79.66	77.84	35.90	51.02	74.00
5564	522190	522190 Varjão	37.93	131.03	131.03	131.03	131.03	124.14	127.59	117.24	111.11	122.22	203.70	155.56
5565	522200	522200 Vianópolis	125.00	104.65	104.65	105.23	99.42	104.07	111.63	101.16	105.85	87.13	119.88	115.20
5566	522205	522205 Vicentinópolis	9.35	56.12	56.12	56.12	57.55	53.96	54.68	47.48	72.46	13.77	34.06	26.81
5567	522220	522220 Vila Boa	64.71	131.37	131.37	131.37	129.41	127.45	131.37	133.33	123.53	74.51	82.35	125.49
5568	522230	522230 Vila Propício	28.30	67.92	67.92	67.92	67.92	60.38	67.92	62.26	56.60	33.96	43.40	52.83
5569	530010	530010 Brasília	104.85	78.82	78.77	78.76	78.74	80.90	84.41	81.75	87.12	57.46	78.90	81.75

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Space Separator

Other Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

None

Interactions

Correlations

Missing values

Sample